The gentle click-clack of the knitting needles was a comforting rhythm. Liam sat by the window, watching the snow fall. He was working on a scarf, the soft yarn flowing between his fingers. The simple, repetitive motion had a calming effect, and the finished product would be a welcome gift for his grandmother.

A notification popped up on his laptop. He blinked at the email, his eyes running over the words. He rubbed his eyes and began again, rereading the email about the university.

He found himself slowly unwinding the needles and redoing the first row.

Emotion: content

Cluster: Calm / Serenity
PC1 (Valence): 2.98 Positive
PC2 (Disposition): -2.19

Role in Research

This story is one of 1,000 stories generated for the emotion content. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 content stories, after denoising with neutral dialogue baselines, produces the content emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the content vector is projected through the unembedding matrix.

Promoted:
la0.446
affectionately0.435
😊0.392
😊0.386
thoughtful0.386
Suppressed:
S-0.682
L-0.537
C-0.485
😣-0.362
est-0.350